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» Learning Algorithms for Domain Adaptation
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95
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AAI
2008
93views more  AAI 2008»
15 years 2 months ago
Adaptive Machine Learning in Delayed Feedback Domains by Selective Relearning
We present a novel hybrid technique for improving the predictive performance of an online Machine Learning system: Combining advantages from both memory based and concept based pr...
Marcus-Christopher Ludl, Achim Lewandowski, Georg ...
125
Voted
COLT
2000
Springer
15 years 7 months ago
Adaptive and Self-Confident On-Line Learning Algorithms
Peter Auer, Claudio Gentile
136
Voted
COLING
2008
15 years 4 months ago
Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora
tra Statistical machine translation systems are usually trained on large amounts of bilingual text and monolingual text. In this paper, we propose a method to perform domain adapta...
Hua Wu, Haifeng Wang, Chengqing Zong
100
Voted
ALT
2009
Springer
15 years 9 months ago
Adaptive Estimation of the Optimal ROC Curve and a Bipartite Ranking Algorithm
Stéphan Clémençon, Nicolas Va...
132
Voted
ICDM
2006
IEEE
138views Data Mining» more  ICDM 2006»
15 years 8 months ago
Adaptive Blocking: Learning to Scale Up Record Linkage
Many information integration tasks require computing similarity between pairs of objects. Pairwise similarity computations are particularly important in record linkage systems, as...
Mikhail Bilenko, Beena Kamath, Raymond J. Mooney